assessment of health literacy in self-reported spanish ......assessment of health literacy in...
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Assessment of Health Literacy in Self-Reported Spanish-English
Bilinguals
Amarilis Acevedo, Ph.D.
Associate Professor, Center Psychological StudiesNova Southeastern University, Fort Lauderdale, FL
Introductory Comments
• Terms “Hispanic,” “Latino,” & “Individual of Latino Background” interchangeably
• Highly heterogeneous group, from over 20 different countries of reference, generational history, etc.
• Socio-demographic variables of Hispanics in the U.S. may not reflect those of the population in their countries of reference.
Hispanics in the U.S.
• 317 million: Total population of U.S.
• Latinos constitute 17% of the U.S. total population (i.e., ≈54 million)
• Latinos: Largest ethnic/racial group in the U.S.
Source: Profile America Facts for Features, U.S. Census Bureau News, CB14-FF.22 (2014)]
Hispanics in the U.S. & Language
• After English, Spanish is the 2nd most spokenlanguage in the U.S.
• ≈38 million people in the U.S. speak Spanish at home (i.e., 13% of residents ≥5 yrs of age).
• ≈ 36% of the U.S. Hispanic population is foreign-born.
• Among Spanish-speaking persons in the U.S., more than 13 million speak English “not well” or “not at all.”
Source: Profile America Facts for Features, U.S. Census Bureau News, CB14-FF.22 (2014)
Hispanics in the US & Health Literacy
• Hispanics have the lowest average levels of HL among all racial/ethnic groups in the US, with 41% scoring in the below basic health literacy category, compared with only 9% of non-Hispanic whites.
• Among Hispanics, those who spoke only Spanish before starting school had the lowest average health literacy.
• Hispanics are less likely than other groups to participate in health screenings, and have more difficulty gaining access to health care, contributing to health disparities.
• Various factors contribute to Latino’s low health health literacy including low socio-economic status, limited English proficiency, and cultural barriers.
Source: National Assessment of Adult Literacy (2003)
Some Factors Associated withLow HL
Individual’s Charateristics
• Lower than high schooleducational attainment
• Low SES
• Low reading literacy (NAAL)
• Limited English Proficiency(LEP)
• Age: Older Adult?
Contextual Demands*
• Navigating current healthenvironment
• Many “literacies” needed (e.g., computer, financial)
• Characteristics of medicalenvironment
• Patient-clinican languageconcordance
• Demands to quickly absorbinformation, understandmedical terms and tests, medication regimen, etc.
*Paasche-Orlow et al. (2006); Sudore et al. (2009)
Limited English Proficiency (LEP)
• Spanish speakers with LEP are less likely toundertand prescription labels and have lower HL than their English-speaking peers.
• A person with LEP is unable to obtain, process, and understand health-related information in English and to use the information to prevent diseases or takecare of their own health and those around them.
• The combination of low HL + LEP places additionalburden on the individual beyond either one alone.
Sources: Leyva et al. (2005); Sentell & Braun (2012)
Self-Reported Bilingualism
& Assessment of HL
Participants in Bilingual Study
• Sample: 29* self-declared English-Spanish bilinguals who reported that they speak, read, and/or think in both English and Spanish.
• Psychometric assessment of oral comprehension & reading fluency in both English & Spanish was performed at T1 (n=14) or T2 (n=15)
• T1 to T2 Interval: 0y+8m – 1y+6m
• Place of birth (n = 13 countries)
*Target sample = 42 participants; 13 were lost to follow-up
T1 & T2: Health Literacy, Cognitive Assessment & Other Procedures
T1: Completed TOFHLA-Spanish, SAHLSA, FLIGHT/VIDAS-Spanish, & Cognitive Battery-Spanish
T2: Completed TOFHLA-English, REALM, FLIGHT/VIDAS-English; Marin Acculturation Scale; & provided information about their perceived proficiency in both English and Spanish in four domains (i.e., speaking, understanding, reading, & writing)
Characteristics of Bilingual SampleVariable Mean (SD)
Age (T1) 43.00 (12.8)
Education (yrs) 13.31 (2.4)
Gender (% Female) 69% F
MAS: LanguageMedia
Ethnic-SocialTotal
12.38 (1.8) [Low: ≤ 14]10.41 (2.6) [Mod: 9-11]11.38 (2.4) [Low-Mod (≤11); (12-15)] 34.17 (3.9)
Yrs Residing in US 19.55 (12.2)
Age Moved to US 23.45 (12.4)
% Life in US 0.44 (0.2)
MAS: Marin Acculturation Scale
Bilingual Sample (n=29) Country Where Born & Raised
Country Number Born Number Raised
Colombia 5 5
Peru 5 5
U.S. 5 2
Puerto Rico 3 5
Mexico 2 2
Venezuela 2 3
Argentina 1 1
Dominican Republic 1 1
El Salvador 1 1
Guatemala 1 2
Panama 1 1
Nicaragua 1 0
Honduras 1 1
Bilinguals Tested in Spanish & English: Paired Sample Statistics
SpanishMean (SD)
EnglishMean (SD)
Correlation p
FV HL Scale 26.64 (5.1) 25.96 (5.8) 0.81 <0.001
FV Numeracy Scale 14.54 (4.8) 13.57 (5.0) 0.76 <0.001
FV Fact-Conceptual 7.68 (2.1) 8.07 (2.3) 0.75 <0.001
FV Listening Comp. 9.2 (1.0) 9.1 (2.6) 0.28 0.15
TOFHLA Reading 46.79 (2.8) 42.00 (8.8) 0.76 <0.001
TOFHLA Numeracy 15.14 (1.3) 14.52 (2.0) 0.07 0.72
REALM N/A 54.10 (8.5) N/A N/A
SAHLSA 46.28 (2.4) N/A N/A N/A
Assessment of Bilingualism & Language Dominance
Ability WJ III: Tests of Achievement
Batería III WM: Pruebas de Aprovechamiento
Reading Test 2: Reading Fluency
Prueba 2: Fluidezen la Lectura
Oral Comprehension
Test 15: OralComprehension
Prueba 15: Comprensión Oral
WJ III: Woodcock-Johnson IIIBatería III WM: Batería III Woodcock-Muñoz